Katherine Malan

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Andries EngelbrechtStellenbosch University, Department of Industrial Engineering, and Division of Computer ScienceVerified email at sun.ac.za
Gabriela OchoaProfessor of Computer Science, University of StirlingVerified email at cs.stir.ac.uk
Anna Sergeevna Bosman (Rakitiansk...Senior Lecturer, University of PretoriaVerified email at cs.up.ac.za
Christian BlumSenior Research Scientist, Artificial Intelligence Research Institute (IIIA-CSIC)Verified email at iiia.csic.es
Ken HallandUniversity of South Africa, College of Science, Engineering and Technology, School of ComputingVerified email at unisa.ac.za
Jan EloffDeputy Dean: Research, University of PretoriaVerified email at up.ac.za
Irene MoserAssociate Professor in Computer Science, Swinburne University of TechnologyVerified email at swin.edu.au
Pascal KerschkeProfessor of Big Data Analytics in Transportation, TU Dresden, GermanyVerified email at tu-dresden.de
Stuart ReidUniversity of PretoriaVerified email at aerobotics.com
Edwin BlakeEmeritus Professor of Computer Science, University of Cape TownVerified email at cs.uct.ac.za
Gary MarsdenProfessor of Computer Science, University of Cape TownVerified email at cs.uct.ac.za
Helene GelderblomAssociate Professor, Dept of Informatics, University of PretoriaVerified email at up.ac.za
Eduan BekkerStudent, University of PretoriaVerified email at tuks.co.za
Jason AdairResearch Fellow, University of StirlingVerified email at cs.stir.ac.uk
Aldeida AletiA/Prof, Faculty of Information Technology, Monash UniversityVerified email at monash.edu

Katherine Malan

Department of Decision Sciences, UNISA

Verified email at ieee.org - Homepage

Computational Intelligence Metaheuristics Fitness Landscape Analysis


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A survey of techniques for characterising fitness landscapes and some possible ways forward KM Malan, AP Engelbrecht Information Sciences 241, 148-163, 2013	206	2013
Quantifying ruggedness of continuous landscapes using entropy KM Malan, AP Engelbrecht 2009 IEEE Congress on evolutionary computation, 1440-1447, 2009	97	2009
Fitness landscape analysis for metaheuristic performance prediction KM Malan, AP Engelbrecht Recent advances in the theory and application of fitness landscapes, 103-132, 2014	45	2014
Benchmarking in optimization: Best practice and open issues T Bartz-Beielstein, C Doerr, D Berg, J Bossek, S Chandrasekaran, ... arXiv preprint arXiv:2007.03488, 2020	38	2020
Examples that can do harm in learning programming K Malan, K Halland Companion to the 19th annual ACM SIGPLAN conference on Object-oriented …, 2004	38	2004
Adaptive genetic programming for dynamic classification problems M Riekert, KM Malan, AP Engelbrect 2009 IEEE congress on evolutionary computation, 674-681, 2009	33	2009
A progressive random walk algorithm for sampling continuous fitness landscapes KM Malan, AP Engelbrecht 2014 IEEE Congress on Evolutionary Computation (CEC), 2507-2514, 2014	31	2014
Characterising the searchability of continuous optimisation problems for PSO KM Malan, AP Engelbrecht Swarm Intelligence 8 (4), 275-302, 2014	30	2014
Characterising continuous optimisation problems for particle swarm optimisation performance prediction KM Malan University of Pretoria, 2014	29	2014
Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance KM Malan, AP Engelbrecht 2013 IEEE Congress on Evolutionary Computation, 963-970, 2013	29	2013
Virtual galleries: is 3D better? Z Hendricks, J Tangkuampien, K Malan Proceedings of the 2nd international conference on Computer graphics …, 2003	28	2003
Particle swarm optimisation failure prediction based on fitness landscape characteristics KM Malan, AP Engelbrecht 2014 IEEE Symposium on Swarm Intelligence, 1-9, 2014	23	2014
A survey of advances in landscape analysis for optimisation KM Malan Algorithms 14 (2), 40, 2021	18	2021
Characterising constrained continuous optimisation problems KM Malan, JF Oberholzer, AP Engelbrecht 2015 IEEE Congress on Evolutionary Computation (CEC), 1351-1358, 2015	18	2015
Saccade deviation indicators for automated eye tracking analysis JA De Bruin, KM Malan, JHP Eloff Proceedings of the 2013 conference on eye tracking south africa, 47-54, 2013	17	2013
Introducing Delphi Programming, Theory through practice, Fourth edition J Barrow, L Miller, K Malan, H Gelderblom Oxford University Press, Southern Africa, 2005	17*	2005
Analysis of error landscapes in multi-layered neural networks for classification A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht 2016 IEEE Congress on Evolutionary Computation (CEC), 5270-5277, 2016	15	2016
A survey of automated financial statement fraud detection with relevance to the South African context WT Mongwe, KM Malan South African Computer Journal 32 (1), 74-112, 2020	14	2020
Search trajectory networks of population-based algorithms in continuous spaces G Ochoa, KM Malan, C Blum International Conference on the Applications of Evolutionary Computation …, 2020	13	2020
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics G Ochoa, KM Malan, C Blum Applied Soft Computing 109, 107492, 2021	12	2021

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